An Efficient Variant of One-Class SVM with Lifelong Online Learning Guarantees

The article announces a new, efficient version of One-Class SVM with lifelong online learning guarantees. This suggests improvements in both computational efficiency and the ability to learn continuously over time. The source, ArXiv, indicates this is a pre-print, meaning it's likely a research paper undergoing peer review or awaiting publication. The focus is on machine learning, specifically a type of support vector machine.

• •Focuses on improving One-Class SVM.
• •Offers lifelong online learning capabilities.
• •Implies improvements in efficiency.
• •Published on ArXiv, indicating a research paper.